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Advanced Interpretable Machine Learning Methods for Clinical NGS Big Data of Complex Hereditary Diseases
Advanced Interpretable Machine Learning Methods for Clinical NGS Big Data of Complex Hereditary Diseases
Autore Cai Yudong
Pubbl/distr/stampa Frontiers Media SA, 2020
Descrizione fisica 1 electronic resource (234 p.)
Soggetto topico Science: general issues
Medical genetics
Soggetto non controllato artificial intelligence
NGS - next generation sequencing
non-invasive prenatal testing (NIPT)
WGS - whole-genome sequencing
WES - whole-exome sequencing
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557226103321
Cai Yudong  
Frontiers Media SA, 2020
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications [[electronic resource] ] : 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019 / / edited by Xuyun Zhang, Guanfeng Liu, Meikang Qiu, Wei Xiang, Tao Huang
Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications [[electronic resource] ] : 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019 / / edited by Xuyun Zhang, Guanfeng Liu, Meikang Qiu, Wei Xiang, Tao Huang
Edizione [1st ed. 2020.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Descrizione fisica 1 online resource (xxiv, 701 pages)
Disciplina 004
Collana Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Soggetto topico Computer communication systems
Data encryption (Computer science)
Computers
E-commerce
Computer Communication Networks
Cryptology
Computing Milieux
e-Commerce/e-business
Information Systems and Communication Service
ISBN 3-030-48513-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto MCOPS-SPM: Multi-Constrained Optimized Path Selection Based Spatial Pattern Matching in Social Networks -- A Multi-objective Computation Offloading Method in Multi-cloudlet Environment -- A Survey of QoS Optimization and Energy Saving in Cloud, Edge and IoT -- A Multi-objective Computation Offloading Method for Hybrid Workflow Applications in Mobile Edge Computing -- An introduction and comparison of the application of cloud and fog in IoT -- Distributed cloud monitoring platform based on log insight -- A Self-Adaptive PSO-based Dynamic Scheduling Method on Hierarchical Cloud Computing -- Application of Bluetooth Low Energy Beacons and Fog Computing for Smarter Environments in Emerging Economies -- Near-Data Prediction Based Speculative Optimization in a Distribution Environment -- Rendering of Three-Dimensional Cloud based on Cloud Computing -- Distributed Stochastic Alternating Direction Method of Multipliers for Big Data Classification -- Personalized Recommendation Algorithm Considering Time Sensitivity -- Cloud-based master data platform for smart manufacturing process -- A semi-supervised classification for hyperspectral image by triple classifiers with data editing and deep learning -- A Survey of Image Super Resolution based on CNN -- Design and Development of an Intelligent Semantic Recommendation System for Websites -- A Lightweight Neural Network Combining Dilated Convolution and Depthwise Separable Convolution -- Cloud-based AGV control system -- A Parallel Drone Image Mosaic Method based on Apache Spark -- CycleSafe: Safe Route Planning for Urban Cyclists -- Prediction of Future Appearances via Convolutional Recurrent Neural Networks Based on Image Time Series in 28 Video Knowledge Discovery Based on Convolutional Time-varying Water Quality Analysis with Semantical Mining Technology -- Data-driven fast real-time flood forecasting model for processing concept drift -- A Survey on Dimension Reduction Algorithms in Big Data Visualization -- Quantum Searchable Encryption for Cloud Data Based on Delegating Quantum Computing -- Quantum solution for the 3-SAT problem based on IBM Q Cloud Grazing Management and Decision System Based on WebGIS -- Application Design of Provincial Meteorological Service -- System Based on National Unified Meteorological Data Environment -- Moving Vehicle Detection Based on Optical Flow Method and Shadow Removal Refactor Business Process models for Efficiency Improvement -- A new model of cotton yield estimation based on AWS -- Intelligent System Security Event Description Method -- Designing a Bit-Based Model to Accelerate Query -- Processing Over Encrypted Databases in Cloud -- Review of Research on Network Flow Watermarking Techniques -- A Multi-Objective Virtual Machine Scheduling Algorithm in Fault Tolerance aware Cloud Environments -- PSVM: Quantitative Analysis Method of Intelligent System Risk in Independent Host Environment -- Coordinated Placement of Meteorological Workflows and Data with Privacy Conflict Protection -- Method and Application of Homomorphic Subtraction of The Paillier Cryptosystem in Secure Multi-party -- Computational Geometry -- A Secure Data Access Control Scheme Without Bilinear Pairing in Edge Computing -- Simulations on the energy consumption of WRF on meteorological Cloud -- A Survey of Information Intelligent System Security Risk Assessment Models, Standards and Methods -- Smart Grid and Innovative Frontiers in Telecommunications -- Multiple Time Blocks Energy Harvesting Relay Optimizing with Time-switching Structure and Decoding Cost -- Spectrum Sharing in Cognitive Radio Enabled Smart Grid: A Survey -- Colorization of Characters Based on the Generative Adversarial Network -- Enhanced LSTM Model for Short-Term Load Forecasting in Smart Grids -- Time -swithching Energy Harvesting Relay Optimizing Considering Decoding cost -- A Resource Allocation Scheme for 5G C-RAN Based on Improved Adaptive Genetic Algorithm -- A Novel Adaptive Multiple-access Scheme for Wireless Chip Area Network in the Smart Grid System.
Record Nr. UNISA-996465443803316
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications : 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019 / / edited by Xuyun Zhang, Guanfeng Liu, Meikang Qiu, Wei Xiang, Tao Huang
Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications : 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019 / / edited by Xuyun Zhang, Guanfeng Liu, Meikang Qiu, Wei Xiang, Tao Huang
Edizione [1st ed. 2020.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Descrizione fisica 1 online resource (xxiv, 701 pages)
Disciplina 004
004.6
Collana Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Soggetto topico Computer communication systems
Data encryption (Computer science)
Computers
E-commerce
Computer Communication Networks
Cryptology
Computing Milieux
e-Commerce/e-business
Information Systems and Communication Service
ISBN 3-030-48513-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto MCOPS-SPM: Multi-Constrained Optimized Path Selection Based Spatial Pattern Matching in Social Networks -- A Multi-objective Computation Offloading Method in Multi-cloudlet Environment -- A Survey of QoS Optimization and Energy Saving in Cloud, Edge and IoT -- A Multi-objective Computation Offloading Method for Hybrid Workflow Applications in Mobile Edge Computing -- An introduction and comparison of the application of cloud and fog in IoT -- Distributed cloud monitoring platform based on log insight -- A Self-Adaptive PSO-based Dynamic Scheduling Method on Hierarchical Cloud Computing -- Application of Bluetooth Low Energy Beacons and Fog Computing for Smarter Environments in Emerging Economies -- Near-Data Prediction Based Speculative Optimization in a Distribution Environment -- Rendering of Three-Dimensional Cloud based on Cloud Computing -- Distributed Stochastic Alternating Direction Method of Multipliers for Big Data Classification -- Personalized Recommendation Algorithm Considering Time Sensitivity -- Cloud-based master data platform for smart manufacturing process -- A semi-supervised classification for hyperspectral image by triple classifiers with data editing and deep learning -- A Survey of Image Super Resolution based on CNN -- Design and Development of an Intelligent Semantic Recommendation System for Websites -- A Lightweight Neural Network Combining Dilated Convolution and Depthwise Separable Convolution -- Cloud-based AGV control system -- A Parallel Drone Image Mosaic Method based on Apache Spark -- CycleSafe: Safe Route Planning for Urban Cyclists -- Prediction of Future Appearances via Convolutional Recurrent Neural Networks Based on Image Time Series in 28 Video Knowledge Discovery Based on Convolutional Time-varying Water Quality Analysis with Semantical Mining Technology -- Data-driven fast real-time flood forecasting model for processing concept drift -- A Survey on Dimension Reduction Algorithms in Big Data Visualization -- Quantum Searchable Encryption for Cloud Data Based on Delegating Quantum Computing -- Quantum solution for the 3-SAT problem based on IBM Q Cloud Grazing Management and Decision System Based on WebGIS -- Application Design of Provincial Meteorological Service -- System Based on National Unified Meteorological Data Environment -- Moving Vehicle Detection Based on Optical Flow Method and Shadow Removal Refactor Business Process models for Efficiency Improvement -- A new model of cotton yield estimation based on AWS -- Intelligent System Security Event Description Method -- Designing a Bit-Based Model to Accelerate Query -- Processing Over Encrypted Databases in Cloud -- Review of Research on Network Flow Watermarking Techniques -- A Multi-Objective Virtual Machine Scheduling Algorithm in Fault Tolerance aware Cloud Environments -- PSVM: Quantitative Analysis Method of Intelligent System Risk in Independent Host Environment -- Coordinated Placement of Meteorological Workflows and Data with Privacy Conflict Protection -- Method and Application of Homomorphic Subtraction of The Paillier Cryptosystem in Secure Multi-party -- Computational Geometry -- A Secure Data Access Control Scheme Without Bilinear Pairing in Edge Computing -- Simulations on the energy consumption of WRF on meteorological Cloud -- A Survey of Information Intelligent System Security Risk Assessment Models, Standards and Methods -- Smart Grid and Innovative Frontiers in Telecommunications -- Multiple Time Blocks Energy Harvesting Relay Optimizing with Time-switching Structure and Decoding Cost -- Spectrum Sharing in Cognitive Radio Enabled Smart Grid: A Survey -- Colorization of Characters Based on the Generative Adversarial Network -- Enhanced LSTM Model for Short-Term Load Forecasting in Smart Grids -- Time -swithching Energy Harvesting Relay Optimizing Considering Decoding cost -- A Resource Allocation Scheme for 5G C-RAN Based on Improved Adaptive Genetic Algorithm -- A Novel Adaptive Multiple-access Scheme for Wireless Chip Area Network in the Smart Grid System.
Record Nr. UNINA-9910410042803321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine
Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine
Autore Zeng Tao
Pubbl/distr/stampa Frontiers Media SA, 2020
Descrizione fisica 1 electronic resource (393 p.)
Soggetto topico Science: general issues
Medical genetics
Soggetto non controllato machine learning
dynamic
OMICS data
precision medicine
integration
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557699503321
Zeng Tao  
Frontiers Media SA, 2020
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui